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20,640 changes: 20,640 additions & 0 deletions labs/lab02/lab02_15/datasets/house.data

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339 changes: 339 additions & 0 deletions labs/lab02/lab02_15/lab02_15.ipynb

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1,466 changes: 1,466 additions & 0 deletions labs/lab03/lab03_15/datasets/dataset.csv

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1,398 changes: 1,398 additions & 0 deletions labs/lab03/lab03_15/lab03_15.ipynb

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551 changes: 551 additions & 0 deletions labs/lab04/lab04_15/datasets/bestsellers.csv

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725 changes: 725 additions & 0 deletions labs/lab04/lab04_15/lab04_15.ipynb

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51 changes: 51 additions & 0 deletions labs/lab04/lab04_15/random_data.csv
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User Rating,Reviews,Price,Year,Genre
4.7,1542,14,2010,Non Fiction
4.7,5505,7,2009,Fiction
4.7,15779,10,2012,Non Fiction
4.9,7235,4,2018,Fiction
4.4,4247,13,2012,Non Fiction
4.9,21834,8,2012,Fiction
4.9,14344,5,2019,Fiction
4.6,22288,12,2018,Non Fiction
4.6,5542,10,2015,Non Fiction
4.3,3523,13,2010,Fiction
4.8,4757,4,2017,Fiction
4.5,8580,46,2017,Non Fiction
4.4,11616,7,2012,Fiction
4.8,3837,15,2009,Fiction
4.8,7665,12,2019,Non Fiction
4.9,19546,5,2019,Fiction
4.7,17323,4,2015,Non Fiction
4.6,5542,10,2016,Non Fiction
4.6,11128,23,2015,Non Fiction
4.7,23308,6,2018,Non Fiction
4.8,7062,12,2019,Non Fiction
4.9,19546,5,2017,Fiction
4.7,9289,9,2011,Non Fiction
4.6,3207,6,2009,Non Fiction
4.4,4642,13,2013,Non Fiction
4.5,2525,16,2010,Non Fiction
4.8,8922,9,2014,Fiction
4.6,19720,8,2009,Fiction
4.6,5360,5,2015,Non Fiction
4.7,9292,17,2014,Non Fiction
4.8,3428,14,2015,Non Fiction
4.3,807,36,2016,Non Fiction
4.7,1985,9,2011,Non Fiction
4.6,5492,18,2017,Non Fiction
4.5,6346,9,2012,Non Fiction
4.9,21834,8,2019,Fiction
4.6,5542,10,2014,Non Fiction
4.8,7866,11,2019,Non Fiction
4.9,7038,7,2012,Fiction
4.6,3163,13,2012,Non Fiction
4.6,4149,32,2011,Non Fiction
4.8,25554,8,2019,Non Fiction
4.5,13609,14,2019,Fiction
4.7,14331,8,2019,Non Fiction
4.8,9947,11,2018,Fiction
4.7,6377,7,2012,Fiction
4.9,5396,20,2013,Fiction
4.7,11550,10,2019,Non Fiction
4.6,7508,16,2015,Non Fiction
4.8,29673,13,2014,Non Fiction
9 changes: 9 additions & 0 deletions labs/lab05/lab05_15/bestsellers.dot
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0 [label="Genre <= 0.5\ngini = 0.471\nsamples = 50\nvalue = [19, 31]\nclass = 0", fillcolor="#b2d9f5"] ;
1 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]\nclass = 1", fillcolor="#e58139"] ;
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2 [label="gini = 0.0\nsamples = 31\nvalue = [0, 31]\nclass = 0", fillcolor="#399de5"] ;
0 -> 2 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
}
551 changes: 551 additions & 0 deletions labs/lab05/lab05_15/datasets/bestsellers.csv

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829 changes: 829 additions & 0 deletions labs/lab05/lab05_15/lab05_15.ipynb

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51 changes: 51 additions & 0 deletions labs/lab05/lab05_15/random_data.csv
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User Rating,Reviews,Price,Year,Genre
4.6,8393,17,2017,Non Fiction
4.3,3759,16,2011,Fiction
4.5,8580,46,2012,Non Fiction
4.7,3536,17,2010,Non Fiction
4.5,3673,4,2015,Non Fiction
4.4,15526,14,2016,Non Fiction
4.4,10559,2,2010,Fiction
4.7,23308,6,2016,Non Fiction
4.3,6740,20,2009,Fiction
4.7,19699,15,2017,Fiction
4.5,10101,8,2014,Fiction
4.2,2094,4,2011,Fiction
4.8,5898,8,2018,Fiction
4.3,13616,10,2013,Non Fiction
4.5,720,1,2009,Non Fiction
4.8,18613,5,2015,Fiction
4.9,21834,8,2016,Fiction
4.6,9769,13,2009,Fiction
4.3,29442,7,2017,Fiction
4.3,6143,8,2018,Fiction
4.6,7508,16,2017,Non Fiction
4.7,17323,4,2018,Non Fiction
4.3,18904,13,2017,Fiction
4.7,25001,11,2016,Non Fiction
4.6,6990,4,2013,Non Fiction
4.7,50482,7,2014,Fiction
4.8,14038,4,2018,Fiction
4.8,9568,9,2011,Fiction
4.7,4725,16,2017,Non Fiction
4.7,25001,11,2014,Non Fiction
4.8,11113,15,2015,Non Fiction
4.7,3729,18,2016,Non Fiction
4.8,8081,8,2014,Fiction
4.6,6669,12,2018,Non Fiction
4.5,26741,8,2010,Fiction
4.7,4725,16,2015,Non Fiction
4.8,7802,20,2019,Non Fiction
3.6,14982,19,2015,Fiction
4.5,3601,18,2018,Non Fiction
4.8,2774,0,2016,Non Fiction
4.9,5062,6,2018,Fiction
4.2,8747,19,2009,Fiction
4.4,637,20,2011,Non Fiction
4.6,10009,7,2013,Non Fiction
4.3,14493,18,2012,Fiction
4.6,10009,20,2012,Non Fiction
4.6,4149,32,2011,Non Fiction
4.6,36348,14,2014,Fiction
4.6,2580,9,2012,Non Fiction
4.8,6982,14,2013,Fiction
551 changes: 551 additions & 0 deletions labs/lab06/lab06_15/datasets/bestsellers.csv

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